The iMerit Blog
From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.
Oct 10, 2025
The Modular Pipeline: Solving Key Challenges in AV Perception
In 2022, the global autonomous vehicle (AV) market was valued at USD 1.5 trillion. By 2030, it is projected to
Jul 16, 2021
Top 13 Machine Learning Image Classification Datasets
When building any kind of image classification model, diverse image classification datasets are critical. Without them any object recognition models,
Jul 16, 2021
20 Free Life Sciences, Healthcare, and Medical Datasets for Machine Learning
Open datasets are the lifeblood of any machine learning model. Machine learning’s application within the life science, healthcare, and medical
Jul 16, 2021
Explore The Top 23 Text Classification Datasets for Your ML Models
Text classification is the fundamental machine learning technique behind applications featuring natural language processing, sentiment analysis, spam & intent detection,
Jul 16, 2021
Top 11 Social Media Datasets for Machine Learning
Build your own proprietary social media dataset. Get a quote for an end-to-end data solution to your specific requirements. Talk
Jul 15, 2021
15 AI Experiments You Can Try Online Today
Imaginative developers around the world are trying their hardest to tear the veil off of artificial intelligence. In doing so,
Jul 15, 2021
Explore These 25 Twitter Datasets for Language Modeling and ML
Social media data is a top asset for anyone training ML algorithms. While aggregating this data can be troublesome, teams
Jul 15, 2021
60 Best Free Datasets for Machine Learning Projects
Datasets serve as the railways upon which machine learning algorithms ride. Without them, any machine-learning algorithm will fail to progress
Jul 15, 2021
Picking the Best ML Optimizer
In a previous blog, we discussed using mini batches to make your training more efficient. Something else that can speed
Jul 8, 2021
2021 State of AI Report: Key Takeaways
Appen recently released The 2021 State of AI and Machine Learning report, highlighting the prevailing approaches to data management and
Jul 7, 2021
Structure Your Process to Reduce Training Time
Training data, carefully selected and accurately annotated, is a prerequisite for Machine Learning. Generally, the more training data the better.
Jun 28, 2021
An Exclusive Sneak Peek at Our Autonomous Vehicle Data Labeling
Data labeling isn’t exactly a walk in the park. It’s a laborious, highly specified process that determines the success of
Jun 28, 2021
Case Study: Is your self-driving vehicle safe and ethically trained?
Customer: Top AV Technology Company This company relies on iMerit to generate the maximum value from their data to account
